CRO BV Cattle

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika podataka za izračun UV

region
herd
parity
calvdiff
stillb
weight
source
sex
birth_dt
birth_dt_dam
ycalv
mcalv
age_c
parity2
calvdiff1
calvdiff2
age_c2
stillb1
stillb2
sex1
age_x
parity_c
n_hycalv
ycalv2
varObsCE
varExpCE
varObsSB
varExpSB
meanObsCE
meanObsSB
calvdiffs
calvdiff1s
calvdiff2s
stillbs
stillb1s
stillb2s
n_hycalv1
perma
perm2a
sexa
sexpa
sexpaga
calvsa
regya
herda
herdya
idanima
idsirea
iddama
y3103
y3104
y3105
y3106

749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749872
749190
738146
749872
749872
749872
749872

7.404
-1372738.769
3.305
1.733
1.017
39.869
1.406
1.555
18340.164
16570.288
2009.714
6.545
58.029
1.767
76.328
24.405
56.926
76.158
23.858
1.129
51.704
3.274
93.814
2003.784
0.195
0.187
0.016
0.015
1.733
1.017
1.733
76.329
24.405
1.017
76.158
23.859
93.610
151193.167
205973.158
1.555
2.878
106.932
194.093
115.661
10882.996
55599.157
556825.429
143485.414
434150.266
1.733
1.733
1.017
1.017

4.832
4623658.501
2.116
0.469
0.128
9.895
0.491
0.497
2604.378
2695.021
7.132
3.445
28.704
0.423
41.118
41.133
26.179
41.425
41.433
0.335
26.637
2.034
516.344
0.412
0.064
0.000
0.006
0.000
0.159
0.007
0.461
41.117
41.133
0.123
41.426
41.432
515.839
88780.124
120607.537
0.497
1.081
83.387
85.563
73.182
5687.172
31997.631
266929.258
218070.496
290355.334
0.469
0.469
0.128
0.128

1.000
-99100229.00
1.000
1.000
1.000
0.000
1.000
1.000
12452.000
7716.000
1995.000
1.000
18.000
1.000
1.000
1.000
18.000
1.000
1.000
1.000
0.000
1.000
3.000
2003.000
0.045
0.187
0.003
0.015
1.225
1.003
-0.023
-0.023
-0.023
0.996
0.996
0.996
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
57218.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
225756.000
10.000
4.000
2.000
100.000
2.000
2.000
23054.000
22404.000
2023.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
132.000
8.000
4661.000
2004.000
0.262
0.187
0.038
0.015
2.030
1.040
6.070
99.000
99.000
3.133
99.000
99.000
4659.000
306478.000
419625.000
2.000
4.000
260.000
349.000
325.000
21890.000
111646.000
1001267.000
1002105.000
1001488.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 2301

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1503582

1503667

1503683

1503556

1503683

7.276

-1393086.712

3.461

1.491

1.029

33.970

1.430

4.958

4527472.219

2.346

0.729

0.221

16.522

0.495

0.000

-99100229.00

1.000

0.000

1.000

22.000

225934.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 2301

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	206832	13.76	0.00	6.00	0.67
2	54857	3.65	0.00	6.00	0.79
3	125249	8.33	0.00	6.00	0.78
4	59936	3.99	0.00	6.00	0.85
5	52052	3.46	0.00	9.00	0.61
6	284305	18.91	0.00	6.00	0.60
7	278359	18.51	0.00	6.00	0.77
8	1394	0.09	0.00	3.00	0.85
9	22896	1.52	0.00	4.00	0.62
10	53638	3.57	0.00	6.00	0.74
11	49468	3.29	0.00	6.00	0.61
12	68714	4.57	0.00	6.00	0.68
13	2364	0.16	0.00	3.00	0.73
14	102221	6.80	0.00	8.00	0.66
15	1780	0.12	0.00	4.00	0.65
16	78184	5.20	0.00	6.00	0.77
17	2541	0.17	0.00	3.00	0.81
18	5757	0.38	0.00	6.00	0.76
19	228	0.02	0.00	3.00	0.56
20	39918	2.66	0.00	4.00	0.76
22	12751	0.85	0.00	6.00	0.74

cattle - sim - ce - 2301

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	116733	15.57	1.00	4.00	0.43
3	55061	7.34	1.00	4.00	0.51
5	17546	2.34	1.00	4.00	0.37
6	191475	25.53	1.00	4.00	0.42
7	163022	21.74	1.00	4.00	0.46
10	28891	3.85	1.00	4.00	0.47
11	22299	2.97	1.00	4.00	0.51
12	35114	4.68	1.00	4.00	0.49
14	47125	6.28	1.00	4.00	0.51
16	43843	5.85	1.00	4.00	0.48
18	6275	0.84	1.00	4.00	0.43
20	15908	2.12	1.00	4.00	0.50
22	6580	0.88	1.00	4.00	0.32

cattle - sim - ce - 2301

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4210	19.23
4	1177	5.38
5-10	4578	20.91
11-20	3797	17.35
21-30	2021	9.23
31-40	1377	6.29
41-50	995	4.55
51-100	2110	9.64
101-150	812	3.71
151-200	350	1.60
201-250	195	0.89
> 250	268	1.22
Sum	21890	100.00

cattle - sim - ce - 2301

Herd effect

Descriptive statistics by year of testing for milk traits

Year of test	calvdiff1			calvdiff2			stillb1			stillb2
Year of test	N	Min	Max	N	Min	Max	N	Min	Max	N	Min	Max
1995	3,821	1.00	99.00	3,821	1.00	99.00	3,821	1.00	99.00	3,821	1.00	99.00
1996	10,668	1.00	99.00	10,668	1.00	99.00	10,668	1.00	99.00	10,668	1.00	99.00
1997	15,021	1.00	99.00	15,021	1.00	99.00	15,021	1.00	99.00	15,021	1.00	99.00
1998	18,651	1.00	99.00	18,651	1.00	99.00	18,651	1.00	99.00	18,651	1.00	99.00
1999	20,048	1.00	99.00	20,048	1.00	99.00	20,048	1.00	99.00	20,048	1.00	99.00
2000	19,044	1.00	99.00	19,044	1.00	99.00	19,044	1.00	99.00	19,044	1.00	99.00
2001	22,295	1.00	99.00	22,295	1.00	99.00	22,295	1.00	99.00	22,295	1.00	99.00
2002	25,834	1.00	99.00	25,834	1.00	99.00	25,834	1.00	99.00	25,834	1.00	99.00
2003	26,771	1.00	99.00	26,771	1.00	99.00	26,771	1.00	99.00	26,771	1.00	99.00
2004	30,843	1.00	99.00	30,843	1.00	99.00	30,843	1.00	99.00	30,843	1.00	99.00
2005	35,737	1.00	99.00	35,737	1.00	99.00	35,737	1.00	99.00	35,737	1.00	99.00
2006	38,113	1.00	99.00	38,113	1.00	99.00	38,113	1.00	99.00	38,113	1.00	99.00
2007	40,616	1.00	99.00	40,616	1.00	99.00	40,616	1.00	99.00	40,616	1.00	99.00
2008	40,950	1.00	99.00	40,950	1.00	99.00	40,950	1.00	99.00	40,950	1.00	99.00
2009	39,209	1.00	99.00	39,209	1.00	99.00	39,209	1.00	99.00	39,209	1.00	99.00
2010	36,992	1.00	99.00	36,992	1.00	99.00	36,992	1.00	99.00	36,992	1.00	99.00
2011	18,943	1.00	99.00	18,943	1.00	99.00	18,943	1.00	99.00	18,943	1.00	99.00
2012	1,612	1.00	99.00	1,612	1.00	99.00	1,612	1.00	99.00	1,612	1.00	99.00
2013	37,536	1.00	99.00	37,536	1.00	99.00	37,536	1.00	99.00	37,536	1.00	99.00
2014	37,288	1.00	99.00	37,288	1.00	99.00	37,288	1.00	99.00	37,288	1.00	99.00
2015	35,072	1.00	99.00	35,072	1.00	99.00	35,072	1.00	99.00	35,072	1.00	99.00
2016	32,760	1.00	99.00	32,760	1.00	99.00	32,760	1.00	99.00	32,760	1.00	99.00
2017	30,008	1.00	99.00	30,008	1.00	99.00	30,008	1.00	99.00	30,008	1.00	99.00
2018	28,659	1.00	99.00	28,659	1.00	99.00	28,659	1.00	99.00	28,659	1.00	99.00
2019	27,754	1.00	99.00	27,754	1.00	99.00	27,754	1.00	99.00	27,754	1.00	99.00
2020	25,981	1.00	99.00	25,981	1.00	99.00	25,981	1.00	99.00	25,981	1.00	99.00
2021	25,817	1.00	99.00	25,817	1.00	99.00	25,817	1.00	99.00	25,817	1.00	99.00
2022	22,751	1.00	99.00	22,751	1.00	99.00	22,751	1.00	99.00	22,751	1.00	99.00
2023	1,078	1.00	99.00	1,078	1.00	99.00	1,078	1.00	99.00	1,078	1.00	99.00
Sum	749,872	1.00	99.00	749,872	1.00	99.00	749,872	1.00	99.00	749,872	1.00	99.00

cattle - sim - ce - 2301